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# automation

Automating development, deployment, and operational tasks.

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Reverse Engineering Existing Cloud Infrastructure into Terraform

Reverse Engineering Existing Cloud Infrastructure into Terraform

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5 min read
How I Run 24/7 Automations for FREE Using GitHub Actions (No Servers Needed)

How I Run 24/7 Automations for FREE Using GitHub Actions (No Servers Needed)

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2 min read
I Didn’t Need AI for This Project. I Needed a Cron Job (So I Used GitHub Actions)

I Didn’t Need AI for This Project. I Needed a Cron Job (So I Used GitHub Actions)

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3 min read
The Cheapest Way to Self-Host n8n in 2026

The Cheapest Way to Self-Host n8n in 2026

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7 min read
My AI Agent Auto-Approved Its Own Decision. Then Another Agent Executed It. No Human in the Loop.

My AI Agent Auto-Approved Its Own Decision. Then Another Agent Executed It. No Human in the Loop.

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5 min read
How I Built a Lightweight Cron Job Health Monitor with Bash and Docker

How I Built a Lightweight Cron Job Health Monitor with Bash and Docker

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2 min read
Building WhatsApp Business Bots with the Official API: Architecture, Webhooks, and Automation Patterns

Building WhatsApp Business Bots with the Official API: Architecture, Webhooks, and Automation Patterns

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5 min read
How to Build a Real-Time Taiwan Stock Scraper in 50 Lines of Python

How to Build a Real-Time Taiwan Stock Scraper in 50 Lines of Python

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2 min read
The Validate Phase: How I Catch AI Code Issues Before They Reach My Tests

The Validate Phase: How I Catch AI Code Issues Before They Reach My Tests

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6 min read
Proxy API Integration: Connecting Proxies to Your Automation Pipeline

Proxy API Integration: Connecting Proxies to Your Automation Pipeline

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3 min read
Zero to Nginx: How I Built My First Azure Lab Using PowerShell

Zero to Nginx: How I Built My First Azure Lab Using PowerShell

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2 min read
How I Discovered My AI App Builder Has No 50-Iteration Limit

How I Discovered My AI App Builder Has No 50-Iteration Limit

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2 min read
I Built a Telegram Channel That Monitors 14 Pokémon News Sources Every 15 Minutes

I Built a Telegram Channel That Monitors 14 Pokémon News Sources Every 15 Minutes

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2 min read
Mastering Azure VNet Peering with PowerShell Automation

Mastering Azure VNet Peering with PowerShell Automation

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3 min read
AI as Your Engineering Force Multiplier

AI as Your Engineering Force Multiplier

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4 min read
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